Maya bounced on the balls of her feet, her phone clutched tight in her hand. A goofy grin stretched across her face as she reread the message: "Hey, are you free to grab coffee sometime this week? I think I'm, like, a ten-minute walk from you!" It was Liam, her online confidant for the past six months, the voice that always knew how to make her laugh. Her apartment suddenly felt too small, the walls closing in. She needed to *do* something.

She sprinted to the mirror, smoothing down her hair and checking her teeth. A blush crept across her cheeks. A ten-minute walk? The possibilities swirled in her mind like a kaleidoscope. She mentally ran through her wardrobe, dismissing everything as unsuitable.

With a whoop, Maya flung open the window, gulping in the fresh air. The city, usually just a backdrop, seemed vibrant and alive. This was it – the moment she'd been secretly anticipating.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300